A reciprocal unit for computing an estimated reciprocal of a number represented by a bit string. The unit comprises a first lookup table configured to receive one or more of the bits in the bit string and to output an initial estimate of the reciprocal of the number. The unit further comprises a second lookup table configured to receive one or more of the bits in the bit string and to output the square of the initial estimate of the reciprocal of the number. The unit still further comprises a multiplier circuit configured to multiply the square of the initial estimate by the number, and an adder-subtractor circuit for subtracting the product of the multiplication from a scaled value of the initial estimate to determine a final estimate of the reciprocal of the number.
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15. A method of operating a reciprocal unit to compute an estimated reciprocal of a number represented by a bit string, comprising:
storing the bit string representative of the number in a register;
feeding one or more bits of the bit string into a first lookup table to provide an initial estimate of the reciprocal of the number;
feeding one or more bits of the bit string into a second lookup table to provide the square of the initial estimate of the reciprocal;
multiplying the square of the initial estimate of the reciprocal provided by the second lookup table by the number represented by the bit string; and
subtracting the product of the multiplication from a scaled value of the initial estimate of the reciprocal to determine a final estimate of the reciprocal of the number.
10. A reciprocal unit for computing an estimated reciprocal of a number represented by a bit string, comprising:
a register configured to store the bit string representative of the number;
a first lookup table for providing an initial estimate of the reciprocal of the number, wherein the first lookup table is configured to receive as an input a subset of the bits in the bit string and to output an initial estimate of the reciprocal of the number;
a second lookup table for providing the square of the initial estimate of the reciprocal of the number, wherein the second lookup table is configured to receive as an input the subset of bits in the bit string and to output the square of the initial estimate of the reciprocal of the number;
a multiplier circuit configured to receive as inputs the square of the initial estimate of the reciprocal provided by the second lookup table and one or more of the bits of the bit string representative of the number, to multiply the square of the initial estimate by the number, and to provide as an output the product of the multiplication; and
an adder-subtractor circuit for subtracting the output of the multiplier circuit from a scaled value of the initial estimate of the reciprocal provided by the first lookup table to determine a final estimate of the reciprocal of the number.
1. A reciprocal unit for computing an estimated reciprocal of a number represented by a bit string, comprising:
a register configured to store the bit string representative of the number;
a first lookup table for providing an initial estimate of the reciprocal of the number, wherein the first lookup table is configured to receive as an input one or more of the bits in the bit string and to output an initial estimate of the reciprocal of the number;
a second lookup table for providing the square of the initial estimate of the reciprocal of the number, wherein the second lookup table is configured to receive as an input one or more of the bits in the bit string and to output the square of the initial estimate of the reciprocal of the number;
a multiplier circuit configured to receive as inputs the square of the initial estimate of the reciprocal provided by the second lookup table and one or more of the bits of the bit string representative of the number, to multiply the square of the initial estimate by the number, and to provide as an output the product of the multiplication; and
an adder-subtractor circuit for subtracting the output of the multiplier circuit from a scaled value of the initial estimate of the reciprocal provided by the first lookup table to determine a final estimate of the reciprocal of the number.
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This application claims the benefit of U.S. Provisional Application No. 62/119,231 filed Feb. 22, 2015, the entire contents of which are hereby incorporated by reference.
The present disclosure relates generally to reciprocal units for computing the reciprocal of a number, and more particularly, to reciprocal units for computing an estimated reciprocal of a number represented by a binary bit string used in applications requiring one or more of a high level of precision, a low computation latency, and/or a low implementation cost.
Reciprocal computation is an important aspect of inversion and division operations performed by, for example, computers and other hardware devices. Specifically, many scientific and practical applications require the computation of reciprocals with a high level or degree of precision and a low latency. One such application is communication signal processing. For example, multiple-input multiple-output (MIMO) wireless receivers used in wireless communication systems may require a precision on the order of 12 or more bits, and a low latency to support real-time operation. The implementation cost also must be minimized to make viable commercial products. Other applications requiring high precision and low latency reciprocal computation include, for example and without limitation, scientific computing, graphics processing, and matrix inversion, to cite a few possibilities.
While techniques exist for carrying out reciprocal computations with the necessary level of precision, such techniques are not without their disadvantages or drawbacks. Specifically, existing techniques entail using large hardware units having an undesirable amount of latency, complexity and power consumption, less than desirable processing speed, and other disadvantages. For example,
Accordingly, there is a need for reciprocal units that compute reciprocals (or estimates thereof) with a high degree of precision and that also minimize and/or eliminate one or more of the above-identified deficiencies.
According to one embodiment, there is provided a reciprocal unit for computing an estimated reciprocal of a number represented by a bit string. The reciprocal unit comprises a register configured to store the bit string representative of the number, and a first lookup table for providing an initial estimate of the reciprocal of the number. The first lookup table is configured to receive as an input one or more of the bits in the bit string and to output an initial estimate of the reciprocal of the number. The reciprocal unit still further comprises a second lookup table for providing the square of the initial estimate of the reciprocal of the number. The second lookup table is configured to receive as an input one or more of the bits in the bit string and to output the square of the initial estimate of the reciprocal of the number. The reciprocal unit yet still further comprises a multiplier circuit configured to receive as inputs the square of the initial estimate of the reciprocal provided by the second lookup table and one or more of the bits of the bit string representative of the number, to multiply the square of the initial estimate by the number, and to provide as an output the product of the multiplication. The reciprocal unit further comprises an adder-subtractor circuit for subtracting the output of the multiplier circuit from a scaled value of the initial estimate of the reciprocal provided by the first lookup table to determine a final estimate of the reciprocal of the number.
According to another embodiment, there is provided a reciprocal unit for computing an estimated reciprocal of a number represented by a bit string. The reciprocal unit comprises a register configured to store the bit string representative of the number. The reciprocal unit further comprises a first lookup table for providing an initial estimate of the reciprocal of the number. The first lookup table is configured to receive as an input a subset of the bits in the bit string and to output an initial estimate of the reciprocal of the number. The reciprocal unit still further comprises a second lookup table for providing the square of the initial estimate of the reciprocal of the number. The second lookup table is configured to receive as an input the subset of bits in the bit string and to output the square of the initial estimate of the reciprocal of the number. The reciprocal unit yet still further comprises a multiplier circuit configured to receive as inputs the square of the initial estimate of the reciprocal provided by the second lookup table and one or more of the bits of the bit string representative of the number, to multiply the square of the initial estimate by the number, and to provide as an output the product of the multiplication. The reciprocal unit further comprises an adder-subtractor circuit for subtracting the output of the multiplier circuit from a scaled value of the initial estimate of the reciprocal provided by the first lookup table to determine a final estimate of the reciprocal of the number.
According to yet another embodiment, there is provided a method of operating a reciprocal unit to compute an estimated reciprocal of a number represented by a bit string. The method comprises storing the bit string representative of the number in a register. The method further comprises feeding one or more bits of the bit string into a first lookup table to provide an initial estimate of the reciprocal of the number, and feeding one or more bits of the bit string into a second lookup table to provide the square of the initial estimate of the reciprocal. The method still further comprises multiplying the square of the initial estimate of the reciprocal provided by the second lookup table by the number represented by the bit string, and subtracting the product of the multiplication from a scaled value of the initial estimate of the reciprocal to determine a final estimate of the reciprocal of the number.
Preferred exemplary embodiments will hereinafter be described in conjunction with the appended drawings, wherein like designations denote like elements, and wherein:
In accordance with one aspect of the present disclosure, a reciprocal unit for computing an estimated reciprocal of a number represented by a bit string is provided. Among potentially other benefits/advantages, the unit computes the estimated reciprocal with a high level or degree of precision (e.g., in an embodiment, 12 or more bits of precision), minimizes hardware overhead, reduces energy and memory usage, and shortens the delay path between the input and the ultimate computation of an estimated reciprocal as compared to extant designs (e.g., those illustrated in
The register 12 is configured to store a bit string that is representative of a particular number “x”. In an embodiment, the register 12 is a shift register that may be used to shift the bits in the bit string in a particular manner. For example, in an embodiment, and if necessary, the bit string may be shifted to shift the leading “1” of the bit string to a position that is more significant than its current position, for example, the most significant bit (MSB) position (e.g., the left-most position in the bit string). In such an embodiment, and using well-known techniques, the leading “1” in the bit string is detected and a determination is made as to how many bits to shift that bit. In other embodiments, the register 12 is not a shift register, and thus, the bit string as received by the reciprocal unit is not shifted or modified by the register 12, but rather is simply stored in the register 12 in the form in which it was received. The register 12 may be selected to accommodate either a fixed width of the bit strings that are received by the reciprocal unit, or bit strings having a width within a given predetermined range. The present disclosure is not intended to be limited to any particular register; rather any suitable register may be used.
The lookup table 14 is configured to provide an initial estimate of the reciprocal ({tilde over (x)}0) of the number (x) represented by the bit string stored in the register 12. The lookup table 14 comprises a pre-populated table containing a plurality of empirically-derived estimated reciprocals for a corresponding number of number values. In an embodiment, the lookup table 14 has an input 22 at which an address input comprised of one or more bits of the bit string stored in the register 12 may be received; and an output 24 at which a predetermined estimated reciprocal stored in the lookup table 14 that corresponds to or is correlated with the received bits (i.e., address) may be output. In an embodiment, the address is comprised of a subset of bits of the bit string stored in the register. For purposes of this disclosure, a subset is intended to connote a set of one or more but less than all of the bits of the bit string stored in the register 12. For example, in the embodiment illustrated in
It will be appreciated that the lookup table 14 will have a particular size or Dimensions—A×B bits—that may be dependent upon a number of factors. In an embodiment, the value of the dimension A represents the number of entries in the lookup table 14 for which there is a corresponding estimated reciprocal stored in the lookup table. The number of entries may be dictated by or dependent upon the size of the input the lookup table 14 is configured to receive, in other words, the number of bits in the subset that is fed into the lookup table 14. More particularly, in an embodiment, the number of entries A is equal to 2n, where n is the number of bits in the subset of bits being fed into the lookup table 14. Accordingly, in the example provided above wherein five (5) bits are fed into the lookup table 14, A=25 or 32. The value of the dimension B represents the size or width of the estimated reciprocal for a given entry, in other words, the width of the output of the lookup table 14. The value of B is dictated by, for example, the desired precision of the initial estimated reciprocal, the ultimate final estimated reciprocal described below, or both. For instance, in the example provided above, the output of the lookup table 14 is 6 bits, and so B=6. Thus, in the example above, the lookup table 14 comprises 32×6 bit lookup table. It will be appreciated that the size of the lookup table 14 is considerably less than that of lookup tables used in other known reciprocal units. For example, in the reciprocal unit illustrated in
The lookup table 16 is configured to provide the square of an initial estimate of the reciprocal ({tilde over (x)}02) (the same initial estimate determined by the lookup table 14) of the number (x) represented by the bit string stored in the register 12. The lookup table 16 comprises a pre-populated table containing a plurality of squares of estimated reciprocals for a corresponding plurality of number values. In an embodiment, the lookup table 16 has an input 26 at which an address input comprised of one or more bits of the bit string stored in the register 12 may be received; and an output 28 at which the square of an estimated reciprocal stored in the lookup table 16 at the given address may be output. As with lookup table 14, in an embodiment, the address is comprised of a subset of bits of the bit string stored in the register. In such an embodiment, the subset of bits may be the same subset of bits fed into the lookup table 14, or alternatively, may comprise a different subset of bits. In at least some implementations, the bits fed into the two lookup tables 14, 16 are fed into the lookup tables substantially simultaneously; while in other embodiments the bits may be fed sequentially.
Similar to the lookup table 14, the lookup table 16 will have a particular size or Dimensions—C×D bits—that may be dependent upon a number of factors. In an embodiment, the value of the dimension C represents the number of entries in the lookup table 16 for which there is a corresponding square of an estimated reciprocal stored in the lookup table 16. The number of entries may be dictated by or dependent upon the size of the input the lookup table 16 is configured to receive, in other words, the number of bits in the subset that is fed into the lookup table 16. More particularly, in an embodiment, the number of entries C is equal to 2n, where n is the number of bits in the subset of bits being fed into the lookup table 16. Accordingly, in the example provided above wherein five (5) bits are fed into the lookup table 16, C=2n or 32. The value of the dimension D represents the size or width of the square of an estimated reciprocal for a given entry, in other words, the width of the output of the lookup table 16. The value of D is dictated by, for example, the desired precision of the square of an initial estimated reciprocal, the ultimate final estimated reciprocal described below, or both. For instance, in the example provided above, the output of the lookup table 16 is 12 bits, and so D=12. Thus, in the example above, the lookup table 16 comprises 32×12 bit lookup table. It will be appreciated that the size of the lookup table 16 is considerably less than that of lookup tables used in other known reciprocal units. For example, the lookup tables in the reciprocal unit illustrated in
The lookup tables 14, 16 may be implemented using any number of known electronic memory devices. In one example, one or both of the lookup tables 14, 16 may be stored in or on a read only memory (ROM). In such an embodiment the content of that or those lookup tables 14, 16 is preprogrammed into the lookup table and cannot be modified. In another embodiment, one or both of the lookup tables 14, 16 may be stored in or on a random access memory (RAM). In such an embodiment, it may be possible to modify the content of that or those lookup tables 14, 16. Additionally, the lookup tables 14, 16 may be stored in or on the same memory device or may alternatively be stored on different memory devices. Accordingly, it will be appreciated that the lookup tables 14, 16 may be implemented in a number of ways, and as such, the present disclosure is not intended to be limited to any particular way(s).
As illustrated in
In the embodiment illustrated in
In an instance wherein the bit string in register 12 was shifted as described above, the final estimated reciprocal ({tilde over (x)}1) may need to be normalized to account for that initial bit shift. In such an embodiment, and as is well known in the art, the amount by which the bit string was shifted may be used by the reciprocal unit 10 to perform this normalization on the bit string representing the final estimated reciprocal.
Through empirical testing/simulations using a chip-equivalent model of the reciprocal unit 10 illustrated in
With reference to
In an embodiment, method 100 comprises a step 102 of feeding a subset of the bits of a bit string stored in register (register 12) into a lookup table (lookup table 14) to determine an initial estimate of the reciprocal of the number represented by the bit string stored in the register 12. In an embodiment, step 102 may further include scaling the initial estimate of the reciprocal using, for example, the technique described elsewhere above (e.g., shifting the bits in the bit stream output by the lookup table 14). Method 100 further includes a step 104 of feeding that same subset of bits into a lookup table (lookup table 16) to determine the square of the initial reciprocal estimate. In an embodiment, steps 102 and 104 may be performed sequentially, while in other embodiments they may be performed substantially simultaneously.
Method 100 further includes a step 106 of multiplying together, by a multiplier (multiplier 18), the square of the initial reciprocal estimate determined in step 104 and the number represented by the bit string stored in the register 12. In a step 108, the product from step 106 is subtracted from a scaled value of the initial reciprocal estimate determined in step 102 using an adder-subtractor (adder-subtractor 20), and the difference represents a final estimate of the reciprocal of the number. In an embodiment, the final estimated reciprocal may be normalized in a step 108 to account for the scaling of the initial estimate of the reciprocal performed as part of step 102, and this may be done using techniques known in the art.
It is to be understood that the foregoing description is of one or more embodiments of the invention. The invention is not limited to the particular embodiment(s) disclosed herein, but rather is defined solely by the claims below. Furthermore, the statements contained in the foregoing description relate to the disclosed embodiment(s) and are not to be construed as limitations on the scope of the invention or on the definition of terms used in the claims, except where a term or phrase is expressly defined above. Various other embodiments and various changes and modifications to the disclosed embodiment(s) will become apparent to those skilled in the art.
As used in this specification and claims, the terms “e.g.,” “for example,” “for instance,” “such as,” and “like,” and the verbs “comprising,” “having,” “including,” and their other verb forms, when used in conjunction with a listing of one or more components or other items, are each to be construed as open-ended, meaning that the listing is not to be considered as excluding other, additional components or items. Further, the term “electrically connected” and the variations thereof is intended to encompass both wireless electrical connections and electrical connections made via one or more wires, cables, or conductors (wired connections). Other terms are to be construed using their broadest reasonable meaning unless they are used in a context that requires a different interpretation.
Chen, Chia-Hsiang, Zhang, Zhengya
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